ChaTo (Carlos Castillo)http://chato.cl/blog
enI am looking for PhD students to start October 1st, 2017 at Universitat Pompeu Fabra in Barcelonahttp://chato.cl/blog/en/2017/07/i_am_looking_for_phd_students_to_start_october_1st_2017_at_universitat_pompeu_fabra_in
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Wednesday, 19 July, 2017 - 17:02</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p><img align="right" src="http://chato.cl/blog/files/upf_phd.jpg"/>I am currently looking for students interested in pursuing a PhD in Information and Communications Technology at Universitat Pompeu Fabra in Barcelona, under my supervision, starting October 1st, 2017. My topics of interest are <a href="http://chato.cl/research">social computing, crisis informatics, news, and social media</a>, plus all kinds of computing applications that address issues of social significance.</p>
<p>General information links:</p>
<ul>
<li><a href="https://www.upf.edu/en/web/etic/doctorat">PhD programme in ICT at UPF</a></li>
<li><a href="https://www.upf.edu/web/etic/predoctoral-research-contracts">Scholarships in the programme</a></li>
<li><a href="https://www.upf.edu/en/web/doctorats/tecnologies-de-la-informacio-i-les-comunicacions">Admission requirements</a></li>
<li><a href="https://www.upf.edu/en/web/doctorats/tecnologies-de-la-informacio-i-les-comunicacions">Required documentation</a></li>
<li><a href="https://www.upf.edu/en/web/doctorats/2_preinscripcio">ONLINE PRE-REGISTRATION</a> (closes September 17th, 2017).</li>
</ul>
<p>You can apply using the above links. Your application has a higher chance of succeeding if accompanied by a recommendation letter from a potential advisor for your PhD thesis.</p>
<p><strike style="background: #ff0;">If you would like me to be your advisor, <a href="https://goo.gl/forms/XeE4CITbJZhVU8FN2">please fill this Expression of Interest</a> (by August 4th, 2017)</strike> -- DEADLINE PASSED, FOLLOW ON <a href="https://www.linkedin.com/in/chato/">LINKEDIN</a> OR <a href="https://twitter.com/ChaToX">TWITTER</a> FOR THE NEXT ONE.</p>
</div></div></div>Wed, 19 Jul 2017 17:02:04 +0000ChaTo577 at http://chato.cl/blogData Transparency Lab names our project on fair rankings as one of their grantees for 2017http://chato.cl/blog/en/2017/06/data_transparency_lab_names_our_project_on_fair_rankings_as_one_of_their_grantees_for_2017
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Wednesday, 28 June, 2017 - 10:55</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p><img align="right" src="http://chato.cl/blog/files/algo_bias_blue.jpg" hspace="4" vspace="4"/>The Data Transparency Lab has <a href="http://datatransparencylab.org/dtl-2017/grantees-2017/">awarded</a> our project "<strong>FA*IR: A tool for fair rankings in search</strong>" one of their grants for the year 2017. The grant will enable the development of an open source API implementing fair ranking methods within a widely-used search engine (Apache SOLR).</p>
<blockquote><p>People search engines are increasingly common for job recruiting, for finding a freelancer, and even for finding companionship or friendship. As in similar cases, a top-k ranking algorithm is used to find the most suitable way of shortlisting and ordering the items (persons, in this case), considering that if the number of candidates matching a query is large, most users will not scan the entire list. Conventionally, these lists are ranked in descending order of some measure of the relative quality of items (e.g. years of experience or education, up-votes, or inferred attractiveness). Unsurprisingly, the results of these ranking and search algorithms potentially have an impact on the people who are ranked, and contribute to shaping the experience of everybody online and offline. Due to its high importance and impact, our aim is to develop the first fair open source search API. This fair ranking tool will enforce ranked group fairness, ensuring that all prefixes of the ranking have a fair share of items across the groups of interest, and ranked individual fairness, reducing the number of cases in which a less qualified or lower scoring item is placed above a more qualified or higher scoring item. We will create this fair search API by extending a popular, well-tested open source search engine: Apache Solr. We will develop this search API considering both the specific use case of people search, as well as considering a general-purpose search engine with fairness criteria. Taking a long-term view, we believe the use of this tool will be an important step towards achieving diversity and reducing inequality and discrimination in the online world, and consequently in society as a whole.</p></blockquote>
<p>The DTL grant was awarded to Meike Zehlike (Technische Universität Berlin), Francesco Bonchi (ISI Foundation and Eurecat), Carlos Castillo (Eurecat), Sara Haijan (Eurecat), and Odej Kao (Technische Universität Berlin). Together with Ricardo Baeza-Yates (NTENT) and Mohammed Megahed (Technische Universität Berlin), we have been doing joint research on fair top-k ranking. Some of our results can be found on <a href="https://arxiv.org/abs/1706.06368">arXiv pre-print 1706.06368</a>.</p>
<p>More details: <a href="http://datatransparencylab.org/dtl-2017/grantees-2017/">DTL Grantees 2017 announced</a>.</p>
</div></div></div>Wed, 28 Jun 2017 10:55:16 +0000ChaTo576 at http://chato.cl/blogIDD #11: Deep House y Tech House - June 2017http://chato.cl/blog/en/2017/06/idd_11_deep_house_y_tech_house_june_2017.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Saturday, 10 June, 2017 - 11:37</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><iframe width="100%" height="120" src="https://www.mixcloud.com/widget/iframe/?feed=https%3A%2F%2Fwww.mixcloud.com%2Fchatox%2Fidd-i-dont-dance-tech-house-mixtape-june-2017%2F&hide_cover=1&light=1" frameborder="0"></iframe><ol>
<li>Arrival at the library/Far away (rework) by Booka Shade</li>
<li>Hypnoise (Bruno Magri Remix) by Gabriel Evoke, Tough Art</li>
<li>Whole Life by Oxia</li>
<li>Questions (Original Mix) by Cid Inc.</li>
<li>Tu Droga (Danilo Vigorito Remix) by Chase Buch</li>
<li>Emperor (Maceo Plex's Last Disco Remix) by Ali Love feat. Kali</li>
<li>Suicide Birds by Coletone</li>
<li>Marathon (Martin Eyerer Remix) by Namito</li>
<li>Undulating Lines (Reiklavik Remix) by Masahiro Nishibata</li>
<li>Half Moon Rising by Fatima Yamaha</li>
</ol>
</div></div></div><ul class="links inline"><li class="translation_es first last"><a href="/blog/es/2017/06/idd_11_deep_house_y_tech_house_junio_2017.html" title="IDD #11: Deep House y Tech House - Junio 2017" class="translation-link" xml:lang="es">Castellano</a></li>
</ul>Sat, 10 Jun 2017 11:37:22 +0000ChaTo575 at http://chato.cl/blogAccreditedhttp://chato.cl/blog/en/2017/04/accredited.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Friday, 7 April, 2017 - 08:49</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p><img align="right" src="http://chato.cl/blog/files/aqu-logo.png" />Good news is I got my accreditation as advanced researcher, which is the requirement to become a full professor in Catalonia. This is awarded by the AQU (Agency for the Quality of the University system).</p>
<p>More information: <a href="http://www.aqu.cat/professorat/catedratic/index_en.html">http://www.aqu.cat/professorat/catedratic/index_en.html</a></p>
</div></div></div><ul class="links inline"><li class="translation_es first last"><a href="/blog/es/2017/04/acreditado.html" title="Acreditado" class="translation-link" xml:lang="es">Castellano</a></li>
</ul>Fri, 07 Apr 2017 08:49:33 +0000ChaTo571 at http://chato.cl/blogData scientist and postdoc positions available at Eurecat (Data Science team)http://chato.cl/blog/en/2017/03/data_scientist_and_postdoc_positions_available_at_eurecat_data_science_team.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Tuesday, 21 March, 2017 - 09:53</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p>Eurecat is hiring! <a href="http://eurecat.org/en/eurecat/work-with-us/">http://eurecat.org/en/eurecat/work-with-us/</a></p>
<p><a href="http://eurecat.org/ambits-de-coneixement/data-science/">About Eurecat Data Science »</a></p>
<p><center><br />
<div align="center"><img src="http://chato.cl/blog/files/eurecat-data-science-areas.png"/></div>
<p></center></p>
<h2>Two research scientists (<a href="http://eurecat.org/wp-content/uploads/2017/03/anunci-DBDM-IV-21-17-ENG02.pdf">apply here</a>)</h2>
<p>Eurecat seeks for its Data Science team a full-time research scientist or senior research scientist in data mining, machine learning, or information retrieval. </p>
<p>Responsibilities:</p>
<ul>
<li>To engage in technology transfer projects with companies (mostly in Catalonia), at all stages from requirements gathering and proposal preparation to design and implementation of software solutions.</li>
<li>To perform applied research in the framework of grants from the public sector (mainly from the European Union), including participating in the preparation and reporting related to such grants.</li>
<li>For senior researchers, to mentor and supervise junior colleagues in the fulfilment of the above goals. </li>
</ul>
<p>Required skills:</p>
<ul>
<li>A PhD or MSc in Computing Engineering, Computer Science, or equivalent.</li>
<li>Proven record of technology transfer results, published research results, or both.</li>
<li>Proficiency in the usage of data analysis tools.</li>
<li>English at a professional proficiency level.</li>
</ul>
<p>Desired skills and experience:</p>
<ul>
<li>Catalan or Spanish language proficiency are a plus.</li>
</ul>
<h2>Post-doc in Privacy or Non-Discrimination (<a href="http://eurecat.org/wp-content/uploads/2017/03/anunci-DBDM-IV-21-17-ENG02.pdf">apply here</a>)</h2>
<p>Eurecat seeks for its Data Science team a post-doc in data mining or machine learning. The focus will be on privacy-preserving data mining and algorithmic discrimination. </p>
<p>Responsibilities:</p>
<ul>
<li>To engage in technology transfer projects with companies in Catalonia, at all stages from requirements gathering and proposal preparation to design, implementation, and deployment of software solutions.</li>
<li>To perform applied research in the framework of grants from the public sector, including participating in the preparation and reporting related to such grants.</li>
</ul>
<p>Required skills:</p>
<ul>
<li>A PhD in Computing Engineering, Computer Science, or equivalent.</li>
<li>Proven record of published research results on topics related to privacy-preserving data mining and /or algorithmic discrimination.</li>
<li>Proficiency in the usage of data analysis tools.</li>
<li>English at a professional proficiency level. </li>
</ul>
<p>Desired skills and experience:</p>
<ul>
<li>Catalan or Spanish language proficiency are a plus.</li>
</ul>
<h2>Two internship positions (e-mail jobs@eurecat.org to apply)</h2>
<p>Eurecat seeks for its Data Science team two interns in data mining, machine learning, or information retrieval. The focus will be on the development and implementation of algorithms for data analysis and mining. Possible topics include anonymization and privacy, algorithmic bias, graph algorithms, recommender systems, classification and clustering, time series forecasting, and general-purpose data analysis.</p>
<p>Responsibilities:</p>
<ul>
<li>To engage in technology transfer projects (mostly with companies in Catalonia) through the design, implementation, and deployment of software solutions.</li>
<li>To perform applied research in the framework of grants from the public sector. </li>
</ul>
<p>Required skills:</p>
<ul>
<li>Currently enrolled in a MSc or PhD program in Computing Engineering, Computer Science, or equivalent.</li>
<li>Proficiency in the usage of data analysis tools.</li>
<li>Experience designed and implementing data mining algorithms.</li>
<li>English at a professional proficiency level.</li>
</ul>
<p>Desired skills and experience:</p>
<ul>
<li>Catalan or Spanish language proficiency are a plus.</li>
</ul>
<hr/>
<p>For more information, see the "data mining" offers under <a href="http://eurecat.org/en/eurecat/work-with-us/">work with us</a> in our site.</p>
</div></div></div>Tue, 21 Mar 2017 09:53:19 +0000ChaTo570 at http://chato.cl/blogIt's not always the same thinghttp://chato.cl/blog/en/2017/03/its_not_always_the_same_thing.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Saturday, 4 March, 2017 - 15:02</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p>This is the best advice I can give you right now.</p>
<p>When you are feeling miserable,<br />
learn to recognize what could cheer you up.</p>
<p>Sometimes it's getting drunk or getting high.<br />
Sometimes it's fucking.<br />
Sometimes it's exercising.<br />
Sometimes it's buying something, or eating something nice.<br />
Sometimes it's reading a book, listening a song, dancing a little.<br />
Sometimes it's literally just taking a shit.<br />
Sometimes it's being with friends, other times it's being alone.</p>
<p>What's most important to know is this,<br />
or you can wreck your life pretty badly:<br />
it's not always the same thing.</p>
</div></div></div><ul class="links inline"><li class="translation_es first last"><a href="/blog/es/2017/03/no_es_siempre_lo_mismo.html" title="No es siempre lo mismo" class="translation-link" xml:lang="es">Castellano</a></li>
</ul>Sat, 04 Mar 2017 15:02:19 +0000ChaTo568 at http://chato.cl/blogI'm turning 40 today! These are some things I've learned so farhttp://chato.cl/blog/en/2017/01/im_turning_40_today_these_are_some_things_ive_learned_so_far.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Wednesday, 11 January, 2017 - 09:21</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p><a href="https://en.wikipedia.org/wiki/1977"><img align="right" src="http://chato.cl/blog/files/1977-num.jpg" /></a>Some things I've learned during my 40 years on Earth. I'm not including scientific/technical stuff, just everyday stuff; I'm also not including skills, manners, or basic things such as speaking or reading, which I owe to my parents :-) </p>
<p>The list is roughly in chronological order. Years are only approximate references, none of these lessons I learned overnight, but they all changed my life.</p>
<ul><li>5</li>
<li>Books are wonderful</li>
<li>Programming is fun</li>
<li>Some people are idiots</li>
<li>God is a lie</li>
<li>10</li>
<li>Science gives answers</li>
<li>Majority opinions mean nothing</li>
<li>Being different means being hurt</li>
<li>Everybody dies even the Sun</li>
<li>15</li>
<li>Intelligence is not enough</li>
<li>A life worth living takes effort</li>
<li>Planning saves money and trouble</li>
<li>Lying is avoidable</li>
<li>Family brings great joys and great sorrows</li>
<li>Romance is tragic</li>
<li>20</li>
<li>Romance doesn't need to be tragic</li>
<li>Some drugs are great</li>
<li>Syntactic correctness means nothing</li>
<li>Beautiful code is poetry</li>
<li>25</li>
<li>Being permanently unsatisfied is fine</li>
<li>Good deeds are punished all the time</li>
<li>Evil deeds are rewarded all the time</li>
<li>Copyright is bad for art</li>
<li>Patents are bad for science</li>
<li>Hard work can compensate lack of talent</li>
<li>30</li>
<li>Physical exercise is necessary</li>
<li>Nationalism is a form of hate</li>
<li>Immigration is treated as a crime</li>
<li>Animals are people</li>
<li>35</li>
<li>Money intensifies personalities</li>
<li>Men treat women unfairly everywhere</li>
<li>People are often wrong about each other</li>
<li>Enlightenment is not a period but a process</li>
<li>Billions are essentially slaves</li>
<li>Everybody must be treated kindly</li>
<li>40</li>
</ul><p>Thanks to all for your birthday greetings :-)</p>
</div></div></div><ul class="links inline"><li class="translation_es first last"><a href="/blog/es/2017/01/cumplo_40_anos_hoy_estas_son_algunas_cosas_que_he_aprendido_hasta_ahora.html" title="¡Cumplo 40 años hoy! Estas son algunas cosas que he aprendido hasta ahora" class="translation-link" xml:lang="es">Castellano</a></li>
</ul>Wed, 11 Jan 2017 09:21:44 +0000ChaTo566 at http://chato.cl/blogA tip for the New Year: organize your project folders by yearhttp://chato.cl/blog/en/2016/12/a_tip_for_the_new_year_organize_your_project_folders_by_year.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Saturday, 31 December, 2016 - 18:14</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p><strong>TL;DR</strong>: Create a folder named "2016" in your "Desktop" or "Documents" (wherever you keep your work files). Move everything there. If you need anything again, take it back out.</p>
<p>* * *</p>
<p>There are many ways of organizing your folders in a directory structure. None of them will ever be complete satisfactory, because we use multiple dimensions to find our stuff. Sometimes we would like to look for a particular typology of project, or by the name of a collaborator, or by date.</p>
<p>Of all the dimensions by which you could organize a directory structure, what I do is to organize them by aspects of life (for most that will be "Work" and "Personal") and inside each area, <strong>by year</strong>.</p>
<p>Organizing your folders by year is not by itself better than other criteria of organizing things, but has two distinct advantages: it makes it easy to <strong>tidy up</strong> things, moving unused stuff out of the way, and it is <strong>backup-friendly</strong>.</p>
<p>A simple method, though not the one I follow which I explain below, is to keep only what you're currently using in the top level, and move stuff from previous years into one folder per year:</p>
<ol><li> Create a folder with the name of the year that passed.</li>
<li> Move everything into that folder.</li>
<li> If you need any of that again, move it out of the folder and back to the top-level of your "Desktop" or "Documents."</li>
</ol><p>* * *</p>
<p>The method I use is the following. I keep top-level folders "<em>inv</em>" for research, and "<em>pers</em>" for personal (in the past, "<em>inv</em>" was "research," which was too long; even before, it was "work," which didn't feel right to me).</p>
<p>Inside each of these top-level folders, I keep one folder per project, like this:</p>
<ol><li>2016_bigcrisisdata/</li>
<li>2016_swdm/</li>
<li>2016_digital_health/</li>
<li>2016_petitions_modeling/</li>
<li>…</li>
<li>2016_bureaucracy/</li>
<li>2016_reviews/</li>
<li>2016_recommendations/</li>
<li>Archive/</li>
</ol><p>If I <strong>continue adding or modifying files</strong> in a folder, because I continue active on that project, I <strong>rename</strong> the folder, e.g., "2016_digital_health -&gt; 2017_digital_health."</p>
<p>If I <strong>continue using some files as reference</strong> in a read-only manner, I <strong>keep</strong> those files with the year they have in the top-level folder.</p>
<p>If I <strong>stop</strong> using a folder, I <strong>move</strong> it to the “Archive.” From there, I copy or move stuff to an external backup when it gets several months old.</p>
<p><strong>I keep no files in the top level, only folders</strong>. If I need to start anything, I create a top-level folder, and then move to the “Archive/” if it goes nowhere. Alternatively, I use some one of the generic folders: “{Year}_bureaucracy/”, “{Year}_reviews/”, “{Year}_recommendations/” are the generic ones I use now.</p>
<p>* * *</p>
<p><strong>I backup continuously and automatically</strong> my working directory, as I try to keep there only the active projects and the recently archived ones. If I need to answer a question about something I did years ago (which doesn't happen often, but it happens), I go to to the external backup.</p>
<p>Over the years, I have found this way of organizing things makes things easy for me. In general, having a simple method for organizing your stuff can save you a lot of time and effort. Just choose a way and follow it, and make exceptions when necessary, in whatever way works best for you.</p>
<p>Happy New Year!</p>
</div></div></div>Sat, 31 Dec 2016 18:14:01 +0000ChaTo564 at http://chato.cl/blogIDD #10: Deep House and Tech House - December 2016http://chato.cl/blog/en/2016/12/idd_10_deep_house_and_tech_house_december_2016.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Friday, 30 December, 2016 - 19:46</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><iframe width="100%" height="120" src="https://www.mixcloud.com/widget/iframe/?feed=https%3A%2F%2Fwww.mixcloud.com%2Fchatox%2Fidd-i-dont-dance-tech-house-mixtape-december-2016%2F&amp;hide_cover=1&amp;light=1" frameborder="0"></iframe>
<ol><li><a href="https://www.beatport.com/track/blind-original-mix/3569171">Christian Loffler - Blind</a></li>
<li><a href="https://www.beatport.com/track/azure-original-mix/692233">Paul Kalkbrenner - Azure</a></li>
<li><a href="https://www.beatport.com/track/you-are-here-four-tet-remix/8517462">Nathan Fake - You Are Here (Four Tet Remix)</a></li>
<li><a href="https://www.beatport.com/track/novi-oxia-remix/6537018">Daniel Trim - Novi (Oxia Remix)</a></li>
<li><a href="https://beatportcharts.com/track/5635551/">Rebelski - Paper Tree</a></li>
<li><a href="https://www.beatport.com/track/golgiapparat-mollono-bass-remix/4751175">Atlantik - Golgiapparat (Mollono.Bass Remix)</a></li>
<li><a href="https://www.beatport.com/track/while-she-sleeps-adam-collins-wake-up-mix/8480015">Derek Marin - While She Sleeps (Adam Collins Wake Up Remix)</a></li>
<li><a href="https://www.beatport.com/track/alone-original-mix/8293226">Cristoph - Alone</a></li>
<li><a href="https://www.beatport.com/track/nans-et-moots-oliver-schories-remix/5494277">Jules &amp; Moss - Nans Et Moots (Oliver Schories Remix)</a></li>
<li><a href="https://www.beatport.com/track/i-cant-get-enough-original-mix/4284983">Fran Von Vie - I Can't Get Enough</a></li>
</ol></div></div></div><ul class="links inline"><li class="translation_es first last"><a href="/blog/es/2016/12/idd_10_deep_house_y_tech_house_diciembre_2016.html" title="IDD #10: Deep House y Tech House - Diciembre 2016" class="translation-link" xml:lang="es">Castellano</a></li>
</ul>Fri, 30 Dec 2016 19:46:31 +0000ChaTo563 at http://chato.cl/blogVideo: Tutorial on Algorithmic Biashttp://chato.cl/blog/en/2016/10/video_tutorial_on_algorithmic_bias.html
<div class="field field-name-post-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">Tuesday, 11 October, 2016 - 09:45</div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p>The following videos are from the KDD 2016 tutorial "<a href="http://francescobonchi.com/algorithmic_bias_tutorial.html">Algorithmic Bias: From Discrimination Discovery to Fairness-Aware Data Mining</a>" by Sara Hajian, Francesco Bonchi, and Carlos Castillo.</p>
<h2><a href="http://www.slideshare.net/ChaToX/discrimination-discovery">Part I: Introduction and Context</a></h2>
<iframe width="640" height="360" src="https://www.youtube-nocookie.com/embed/mJcWrfoGup8" frameborder="0" allowfullscreen></iframe><p>
<br/></p>
<h2><a href="http://www.slideshare.net/ChaToX/discrimination-discovery">Part II: Discrimination Discovery</a></h2>
<iframe width="640" height="360" src="https://www.youtube-nocookie.com/embed/nKemhMbaYcU" frameborder="0" allowfullscreen></iframe><p>
<br/></p>
<h2><a href="http://www.slideshare.net/ChaToX/fairnessaware-data-mining">Parts III: Fairness-Aware Data Mining and <nobr>IV: Challenges and Direction for Future Research</nobr></a></h2>
<iframe width="640" height="360" src="https://www.youtube-nocookie.com/embed/ErgHjxJsEKA" frameborder="0" allowfullscreen></iframe></div></div></div>Tue, 11 Oct 2016 09:45:52 +0000ChaTo559 at http://chato.cl/blog